LangChain - Evaluation and Testing
If evaluation reveals that a LangChain chain returns incorrect answers for some inputs, what should a developer do next?
If evaluation reveals that a LangChain chain returns incorrect answers for some inputs, what should a developer do next?
medium📝 Conceptual Q5 of 15
Step-by-Step Solution
Solution:
Step 1: Interpret evaluation results
Incorrect answers mean the chain logic or model needs fixing.Step 2: Choose corrective action
Fixing logic or retraining components addresses the root cause before deployment.Final Answer:
Fix the chain logic or retrain components -> Option BQuick Check:
Evaluation failure = fix before deploy [OK]
Quick Trick: Fix errors found in evaluation before deploying [OK]
Common Mistakes:
MISTAKES- Deploying with known errors
- Skipping evaluation
- Changing inputs without fixing logic
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